Results 251 to 260 of about 64,505 (309)

Self-supervised stain normalization empowers privacy-preserving and model generalization in digital pathology. [PDF]

NPJ Digit Med
Wang J, Yu J, Yang H, Zhu Y, Jiang L, Li X, Zhang J, Xu Y.   +7 more
europepmc   +1 more source

Advances in Thermal Modeling and Simulation of Lithium‐Ion Batteries with Machine Learning Approaches

Advanced Intelligent Discovery, EarlyView.
Heat generation in lithium‐ion batteries affects performance, aging, and safety, requiring accurate thermal modeling. Traditional methods face efficiency and adaptability challenges. This article reviews machine learning‐based and hybrid modeling approaches, integrating data and physics to improve parameter estimation and temperature prediction ...
Qi Lin, Kang Fu, Junjie Ding, Kai Sun, Peng Tan   +4 more
wiley   +1 more source

FedGraphHE: A privacy-preserving federated graph neural network framework with dynamic homomorphic encryption and robust aggregation. [PDF]

PLoS One
Zuo A, Feng Z, Ping Y, Tao S, Sun H, Chen Y.   +5 more
europepmc   +1 more source

Toward Predictable Nanomedicine: Current Forecasting Frameworks for Nanoparticle–Biology Interactions

Advanced Intelligent Discovery, EarlyView.
Predictive models successfully screen nanoparticles for toxicity and cellular uptake. Yet, complex biological dynamics and sparse, nonstandardized data limit their accuracy. The field urgently needs integrated artificial intelligence/machine learning, systems biology, and open‐access data protocols to bridge the gap between materials science and safe ...
Mariya L. Ivanova, Michael Nicholls, Nicola Russo, Gueorgui Mihaylov, Konstantin Nikolic   +4 more
wiley   +1 more source

A new adaptive federated learning approach for privacy preserving UAV anomaly detection under non-IID distributions. [PDF]

Sci Rep
Bithi M, Masud ME, Hossain MA.
europepmc   +1 more source

Real-time privacy-preserving coordination for cross-carrier truck platooning

Yikai Zeng, Ting Bai, Jonas Mårtensson, Meng Wang   +3 more
openalex   +1 more source

Quantum-entangled neuro-symbolic swarm federation for privacy-preserving IoMT-driven multimodal healthcare. [PDF]

Sci Rep
Ben Othman S, Ali O.
europepmc   +1 more source

Elastic cloud platform for privacy-preserving data mining as a service

Shanel Reyes-Palacios, Miguel Morales‐Sandoval, José Juan García-Hernández, J. L. González-Compeán, Heidy M. Marin-Castro   +4 more
openalex   +1 more source

A hybrid federated learning framework with generative AI for privacy-preserving and sustainable security in IOT-enabled smart environments. [PDF]

Sci Rep
Ramalingam V, Kumar B, Gupta SK, Alsekait DM, AbdElminaam DS.   +4 more
europepmc   +1 more source